In reality they never ever deny the existence of Allah. They reject to Worship Him.

Atheism Just A Psychological State Not A Intellectual! Raihan VS Atheist | Speakers Corner
The very fact, atheism in reality does not exist in the real world. Do not give them intellectual arguments.